Automatic Brain Tumor Detection and Segmentation in MR Images
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Zeljkovic, V.
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New York Inst Technol, Dept Elect Engn, Nanjing Campus, New York, NY 10023 USANew York Inst Technol, Dept Elect Engn, Nanjing Campus, New York, NY 10023 USA
Zeljkovic, V.
[1
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Druzgalski, C.
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Calif State Univ, Dept Elect Engn, Mexico, CA USANew York Inst Technol, Dept Elect Engn, Nanjing Campus, New York, NY 10023 USA
Druzgalski, C.
[2
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Zhang, Y.
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New York Inst Technol, Dept Elect Engn, Nanjing Campus, New York, NY 10023 USANew York Inst Technol, Dept Elect Engn, Nanjing Campus, New York, NY 10023 USA
Zhang, Y.
[1
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Zhu, Z.
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New York Inst Technol, Dept Elect Engn, Nanjing Campus, New York, NY 10023 USANew York Inst Technol, Dept Elect Engn, Nanjing Campus, New York, NY 10023 USA
Zhu, Z.
[1
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Xu, Z.
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New York Inst Technol, Dept Elect Engn, Nanjing Campus, New York, NY 10023 USANew York Inst Technol, Dept Elect Engn, Nanjing Campus, New York, NY 10023 USA
Xu, Z.
[1
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Zhang, D.
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New York Inst Technol, Dept Elect Engn, Nanjing Campus, New York, NY 10023 USANew York Inst Technol, Dept Elect Engn, Nanjing Campus, New York, NY 10023 USA
Zhang, D.
[1
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Mayorga, P.
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Inst Tecnol Mexicali, Mexicali, Baja California, MexicoNew York Inst Technol, Dept Elect Engn, Nanjing Campus, New York, NY 10023 USA
Mayorga, P.
[3
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机构:
[1] New York Inst Technol, Dept Elect Engn, Nanjing Campus, New York, NY 10023 USA
[2] Calif State Univ, Dept Elect Engn, Mexico, CA USA
The MRI or CT scan images are primary follow up diagnostic tools when a neurologic exam indicates a possibility of a primary or metastatic brain tumor existence. The tumor tissue mainly appears in brighter colors than the rest of the regions in the brain. Based on this observation, an automated algorithm for brain tumor detection and medical doctors' assistance in facilitated and accelerated diagnosis procedure has been developed and initially tested on images obtained from the patients with diagnosed tumors and healthy subjects.